Technical insight
A team that comes from software, semiconductors and AI, with domain-informed judgment across the infrastructure and intelligence layers.
Differentiated access
Long-standing relationships across research labs, founders, operators, fund managers and shareholders, built over years in the Valley.
Disciplined execution
Selective underwriting, thoughtful structuring and professional private-market execution on every investment.
Insight from the people building the future.
Our network grew out of years of running the AI Frontiers conference, forums and investment club: a community of scientists, domain experts, executives and founders. We draw on it for research and advice on every opportunity.
Frontier research community
Scientists from university labs and industry research groups across AI systems, semiconductors, robotics, data infrastructure and scientific computing.
Founders and executives
Technology and business leaders at Silicon Valley companies and repeat founders, who know how products ship and how customers buy.
Institutional advisors
Fund managers, institutional investors and market-risk specialists who bring deal flow, valuation context and an independent view of risk.
Advisors serve in their individual capacities and provide non-binding perspectives. Affiliations do not imply endorsement by employers or academic institutions.
From foundational infrastructure to frontier intelligence.
Private markets are our core. We invest selectively across stages, pairing concentrated core positions with strategic exposure to emerging categories.
AI infrastructure & data foundations
Compute, interconnect, semiconductors, data platforms and the systems that enable intelligence at scale.
Frontier intelligence & enterprise AI
Category-defining companies turning technical breakthroughs into durable products and platforms.
Emerging technologies
Highly selective early positions sourced through deep research and industry networks.
Coverage as of October 2026. These are companies our team researches and monitors. Coverage is not a list of holdings and does not indicate that an investment has been made or that an allocation is available.
More than an allocation. A complete view.
For entrepreneurs, listed companies and family offices, we pair each investment with three ongoing services.
Asset allocation
How U.S. technology assets should sit within a client's wider portfolio: sizing, stage mix and pacing, planned around liquidity needs.
Risk analysis
An independent assessment of each position and the whole book across valuation, deal structure, liquidity and the macro environment.
Project & market research
Written research on individual companies and their sectors, tracking technology roadmaps, industry structure and private-market activity. Reports are available to clients only.
AI Frontiers
Founded and organized by Stella Jing Huang, the AI Frontiers conference brings together AI scientists, company founders and investors. It is the origin of the research and industry network behind Zenos.
Visit aifrontiers.com